Chesapeake Discount Rx is a prescription savings program designed to help you gain access to more affordable prescription medications. Millions of American families, just like yours, are struggling to pay for their medications. Many of them have no insurance at all, and many with insurance often find certain plan limitations that still make prescriptions too expensive.